Python.md

Resources for the Python Track

This contains Articles, Books, Documentations, and Videos on Python and its features.

Introduction to Python

Courses

1. Python programming
2. Python Documentation
3. Learn X in Y minutes where X=Python
4. Google's Python Class
5. JetBrains Academy
6. Using Python to Access Web Data
7. Programming for Everybody (Getting Started with Python)
8. Introduction to Python Programming
9. Introduction to Computer Science and Programming Using Python
10. Python Fundamental tutotials

Books

1. Books

Frameworks

Django

1. Django Full 8 hour course
2. Django full 3 hour course
3. Python and Django Full Stack Web Developer Bootcamp
4. Django fundamentals Plural Sight course

Flask

1. Flask full course
2. Cousera Flask courses

Data Analysis, Machine Learning, and Deep Learning with Python

Machine Learning

Articles

1. A conceptual Introduction To Machine Learning - Article

Videos and Courses

1. Data Analysis With Python - Cognitive Class
2. Machine Learning With Python - Cognitive Class
3. Andrew NG's Machine Learning Course
4. Sentdex Youtube Playlist
5. Kaggle Courses
6. A- Z Machine Learning Course - Udemy

Deep Learning

Articles and Books

1. Practical Deep Learning for Coders 2019
2. Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
3. MIT Deep Learning

Courses

1. Introduction to Deep Learning
2. Deep Learning and Tensorflow
3. Neural Networks and Deep Learning
4. Intro to TensorFlow for Deep Learning byTensorFlow
5. Deep Learning for Natural Language Processing:
6. Deep Learning Explained

Hands-On Projects

1. Beginner Projects
2. Intermediate Projects
3. Advanced Projects